We
have
identified
active
enhancers
in
the
mouse
cerebellum
at
embryonic
and
postnatal
stages
which
provides
a
view
of
novel
during
cerebellar
development.
The
majority
dynamic
activity
between
Cerebellar
were
enriched
for
neural
transcription
factor
binding
sites
with
temporally
specific
expression.
Putative
gene
targets
displayed
spatially
restricted
expression
patterns,
indicating
cell-type
regulation.
Functional
analysis
target
genes
indicated
that
regulate
processes
spanning
several
developmental
epochs
such
as
specification,
differentiation
maturation.
use
these
analyses
to
discover
one
regulator
marker
development:
Bhlhe22
Pax3,
respectively.
an
enrichment
de
novo
mutations
variants
associated
autism
spectrum
disorder
enhancers.
Furthermore,
by
comparing
our
data
relevant
brain
development
ENCODE
histone
profiles
single-cell
datasets
we
been
able
generalize
expand
on
presented
analyses,
made
results
available
online
Developing
Mouse
Cerebellum
Enhancer
Atlas
,
where
dataset
can
be
efficiently
queried,
curated
exported
scientific
community
facilitate
future
research
efforts.
Our
study
valuable
resource
studying
dynamics
regulation
developing
delivers
rich
gene-enhancer
associations
providing
basis
in-depth
studies
cerebellum.
Science,
Journal Year:
2022,
Volume and Issue:
377(6610)
Published: Sept. 1, 2022
The
existence
of
evolutionarily
conserved
regions
in
the
vertebrate
brain
is
well
established.
rules
and
constraints
underlying
evolution
neuron
types,
however,
remain
poorly
understood.
To
compare
types
across
species,
we
generated
a
cell
type
atlas
bearded
dragon
compared
it
with
mouse
datasets.
Conserved
classes
neurons
could
be
identified
from
expression
hundreds
genes,
including
homeodomain-type
transcription
factors
genes
involved
connectivity.
Within
these
classes,
there
are
both
divergent
precluding
simple
categorization
into
ancestral
novel
areas.
In
thalamus,
neuronal
diversification
correlates
cortex,
suggesting
that
developmental
origin
circuit
allocation
drivers
identity
evolution.
Nature,
Journal Year:
2023,
Volume and Issue:
624(7991), P. 390 - 402
Published: Dec. 13, 2023
Abstract
Divergence
of
cis-
regulatory
elements
drives
species-specific
traits
1
,
but
how
this
manifests
in
the
evolution
neocortex
at
molecular
and
cellular
level
remains
unclear.
Here
we
investigated
gene
programs
primary
motor
cortex
human,
macaque,
marmoset
mouse
using
single-cell
multiomics
assays,
generating
expression,
chromatin
accessibility,
DNA
methylome
chromosomal
conformation
profiles
from
a
total
over
200,000
cells.
From
these
data,
show
evidence
that
divergence
transcription
factor
expression
corresponds
to
epigenome
landscapes.
We
find
conserved
divergent
features
are
reflected
three-dimensional
genome.
Transposable
contribute
nearly
80%
human-specific
candidate
cortical
Through
machine
learning,
develop
sequence-based
predictors
different
species
demonstrate
genomic
syntax
is
highly
preserved
rodents
primates.
Finally,
epigenetic
conservation
combined
with
sequence
similarity
helps
uncover
functional
enhances
our
ability
interpret
genetic
variants
contributing
neurological
disease
traits.
Science,
Journal Year:
2025,
Volume and Issue:
387(6735)
Published: Jan. 2, 2025
Innovations
in
the
pallium
likely
facilitated
evolution
of
advanced
cognitive
abilities
birds.
We
therefore
scrutinized
its
cellular
composition
and
using
cell
type
atlases
from
chicken,
mouse,
nonavian
reptiles.
found
that
avian
shares
most
inhibitory
neuron
types
with
other
amniotes.
Whereas
excitatory
amniote
hippocampal
regions
show
evolutionary
conservation,
those
pallial
have
diverged.
Neurons
mesopallium
display
gene
expression
profiles
akin
to
mammalian
claustrum
deep
cortical
layers,
while
certain
nidopallial
resemble
neurons
piriform
cortex.
Lastly,
we
observed
substantial
convergence
between
dorsally
located
hyperpallium
ventrally
nidopallium
during
late
development,
suggesting
topological
location
does
not
always
dictate
programs
determining
functional
properties
adult
pallium.
Nature Neuroscience,
Journal Year:
2025,
Volume and Issue:
28(2), P. 415 - 430
Published: Jan. 6, 2025
Abstract
The
mammalian
dentate
gyrus
(DG)
is
involved
in
certain
forms
of
learning
and
memory,
DG
dysfunction
has
been
implicated
age-related
diseases.
Although
neurogenic
potential
maintained
throughout
life
the
as
neural
stem
cells
(NSCs)
continue
to
generate
new
neurons,
neurogenesis
decreases
with
advancing
age,
implications
for
cognitive
decline
disease.
In
this
study,
we
used
single-cell
RNA
sequencing
characterize
transcriptomic
signatures
their
surrounding
niche,
identifying
molecular
changes
associated
aging
from
activation
quiescent
NSCs
maturation
fate-committed
progeny.
By
integrating
spatial
transcriptomics
data,
identified
regional
invasion
inflammatory
into
hippocampus
age
show
here
that
early-onset
neuroinflammation
activity.
Our
data
reveal
lifelong
dynamics
niche
provide
a
powerful
resource
understand
alterations
hippocampus.
Cell Reports,
Journal Year:
2021,
Volume and Issue:
37(7), P. 109994 - 109994
Published: Nov. 1, 2021
Gene
regulatory
networks
(GRNs),
consisting
of
transcription
factors
and
their
target
sites,
control
neurogenesis
cell-fate
specification
in
the
developing
central
nervous
system.
In
this
study,
we
use
integrated
single-cell
RNA
ATAC
sequencing
(scATAC-seq)
analysis
mouse
human
retina
to
identify
multiple
interconnected,
evolutionarily
conserved
GRNs
composed
cell-type-specific
that
both
activate
genes
within
own
network
inhibit
other
networks.
These
temporal
patterning
primary
progenitors,
regulate
transition
from
neurogenic
drive
each
major
retinal
cell
type.
We
confirm
NFI
selectively
expression
promoting
late-stage
identity
progenitors
rod
photoreceptor
postnatal
retina.
This
study
inventories
cis-
trans-acting
development
can
guide
cell-based
therapies
aimed
at
replacing
neurons
lost
disease.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2022,
Volume and Issue:
unknown
Published: Aug. 19, 2022
Joint
profiling
of
chromatin
accessibility
and
gene
expression
individual
cells
provides
an
opportunity
to
decipher
enhancer-driven
regulatory
networks
(eGRN).
Here
we
present
a
new
method
for
the
inference
eGRNs,
called
SCENIC+.
SCENIC+
predicts
genomic
enhancers
along
with
candidate
upstream
transcription
factors
(TF)
links
these
target
genes.
Specific
TFs
each
cell
type
or
state
are
predicted
based
on
concordance
TF
binding
site
accessibility,
expression,
expression.
To
improve
both
recall
precision
identification,
curated
clustered
more
than
40,000
position
weight
matrices
that
could
associate
1,553
human
TFs.
We
validated
benchmarked
components
diverse
data
sets
from
different
species,
including
peripheral
blood
mononuclear
types,
ENCODE
lines,
melanoma
states,
Drosophila
retinal
development.
Next,
exploit
predictions
study
conserved
TFs,
enhancers,
GRNs
between
mouse
types
in
cerebral
cortex.
Finally,
provide
capabilities
inferred
eGRNs
dynamics
regulation
differentiation
trajectories;
map
activities
onto
tissues
using
spatial
omics
data;
predict
effect
perturbations
state.
critical
insight
into
regulation,
starting
multiome
atlases
scATAC-seq
scRNA-seq.
The
suite
is
available
as
set
Python
modules
at
https://scenicplus.readthedocs.io
.
Annual Review of Neuroscience,
Journal Year:
2022,
Volume and Issue:
45(1), P. 515 - 531
Published: April 20, 2022
Developmental
abnormalities
of
the
cerebellum
are
among
most
recognized
structural
brain
malformations
in
human
prenatal
imaging.
Yet
reliable
information
regarding
their
cause
humans
is
sparse,
and
few
outcome
studies
available
to
inform
prognosis.
We
know
very
little
about
cerebellar
development,
stark
contrast
wealth
knowledge
from
decades
research
on
developmental
biology
model
organisms,
especially
mice.
Recent
show
that
multiple
aspects
development
significantly
differ
mice
even
rhesus
macaques,
a
nonhuman
primate.
These
discoveries
challenge
many
current
mouse-centric
models
normal
pathogenesis
several
neurodevelopmental
phenotypes
affecting
cerebellum,
including
Dandy-Walker
malformation
medulloblastoma.
Since
we
cannot
what
do
not
know,
additional
normative
pathological
data
essential,
new
needed.
Science,
Journal Year:
2023,
Volume and Issue:
381(6662), P. 1112 - 1119
Published: Sept. 7, 2023
The
cerebellum
contains
most
of
the
neurons
in
human
brain
and
exhibits
distinctive
modes
development
aging.
In
this
work,
by
developing
our
single-cell
three-dimensional
(3D)
genome
assay—diploid
chromosome
conformation
capture,
or
Dip-C—into
population-scale
(Pop-C)
virus-enriched
(vDip-C)
modes,
we
resolved
first
3D
structures
single
cerebellar
cells,
created
life-spanning
atlases
for
both
humans
mice,
jointly
measured
transcriptome
chromatin
accessibility
during
development.
We
found
that
although
granule
mature
early
postnatal
life,
architecture
gradually
remodels
throughout
establishing
ultra–long-range
intrachromosomal
contacts
specific
interchromosomal
are
rarely
seen
neurons.
These
results
reveal
unexpected
evolutionarily
conserved
molecular
processes
underlie
features
neural
aging
across
mammalian
life
span.